##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
# Correctly non-spam: 151186  51.797%  (97.667% of non-spam corpus)
# Correctly spam:      60806  20.833%  (44.357% of spam corpus)
# False positives:      3611  1.237%  (2.333% of nonspam,  93505 weighted)
# False negatives:     76276  26.133%  (55.643% of spam, 258979 weighted)
# Average score for spam:  6.2    nonspam: 0.8
# Average for false-pos:   5.8  false-neg: 3.4
# TOTAL:              291879  100.00%

Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18986  97.46%
# Correctly spam:       7657  44.60%
# False positives:       495  2.54%
# False negatives:      9512  55.40%
# TCR(l=50): 0.501109  SpamRecall: 44.598%  SpamPrec: 93.928%

##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 150956  97.52%
# Correctly spam:      43235  31.54%
# False positives:      3841  2.48%
# False negatives:     93847  68.46%
# TCR(l=50): 0.479480  SpamRecall: 31.540%  SpamPrec: 91.841%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18960  97.33%
# Correctly spam:       5483  31.94%
# False positives:       521  2.67%
# False negatives:     11686  68.06%
# TCR(l=50): 0.454977  SpamRecall: 31.935%  SpamPrec: 91.322%